Machine Learning Software Engineer

Khawar Ilyas

Senior Software Engineer Full Stack Developer Python Django Flask FastAPI React JS JavaScript

Machine Learning Artificial Intelligence NLP LLM Scrapy Pandas Numpy RPA Tools Web Scrapping PostgreSQL MySQL AWS GCP CI/CD Elastic Search Redis Docker Kubernetes Microservices Selenium Git GitHub

*************@*****.*** /in/khawar-ilyas github.com/KhawarIlyas63 Senior Software Engineer with 6+ years of experience delivering scalable, AI-powered web applications and backend systems using Python, Django, Flask, FastAPI, and React.js. Skilled in designing microservices architectures and deploying intelligent solutions with Machine Learning, NLP, and LLMs. Proficient in tools like Scrapy, Pandas, NumPy, and RPA for automation and data processing. Experienced with PostgreSQL, MySQL, Redis, ElasticSearch, and cloud platforms (AWS, GCP). Hands-on with Docker, Kubernetes, CI/CD pipelines, and Git-based workflows. Adept at solving complex problems, leading cross-functional teams, and continuously exploring cutting-edge technologies. Open to remote opportunities globally to contribute to innovative, impact-driven engineering teams. PROFESSIONAL EXPERIENCE

Senior Software Engineer, ArhamSoft

Tech Stacks: Python, Django, Flask, React JS, Machine Learning, Artificial Intelligence.

May 2023 – present

Role & Responsibilities

•Led design and development of full-stack web applications using Django, Flask, FastAPI, and React.js.

•Built and deployed scalable microservices architecture with Docker, Kubernetes, and CI/CD pipelines.

•Integrated LLMs and NLP models to develop intelligent features for automation and analytics.

•Designed and optimized RESTful APIs and asynchronous backend systems.

•Implemented web scraping solutions using Scrapy and Selenium for structured data extraction.

•Applied machine learning models for predictive analytics using Pandas, NumPy, and Scikit-learn.

•Automated workflows with RPA tools to enhance productivity and reduce manual efforts.

•Managed cloud infrastructure on AWS and GCP for deployment, monitoring, and scaling.

•Utilized PostgreSQL, MySQL, Redis, and ElasticSearch for robust data management.

•Collaborated with cross-functional teams in Agile environments to deliver high-impact solutions.

Full Stack Developer, Expert System Solution

Tech Stacks: Python, Django, Flask, React.js, JavaScript Jan 2021 – Apr 2023

Role & Responsibilities

•Developed and maintained web applications using Python, Django, JavaScript and React JS.

•Designed and implemented RESTful APIs for seamless integration with front-end applications.

•Collaborated with cross-functional teams to define, design, and ship new features.

•Optimized application performance and user experience through efficient coding practices.

•Conducted code reviews and provided mentorship to junior developers.

•Utilized version control systems to manage and track project changes.

•Ensured the responsiveness and scalability of applications across various devices and platforms.

•Participated in agile development processes, including sprint planning and daily stand-ups.

•Troubleshot and resolved complex technical issues in a timely manner.

•Integrated third-party services and APIs to enhance application functionality.

Software Engineer, RepairDesk

Tech Stacks: Python, JavaScript

Sep 2018 – Dec 2020

Role & Responsibilities

• Developed and maintained web applications using Python, JavaScript, HTML, and CSS.

• Collaborated with cross-functional teams to design, develop, and implement software solutions.

• Debugged and resolved software defects to enhance application performance and user experience.

• Wrote clean, maintainable, and efficient code following best practices and industry standards.

• Participated in code reviews and provided constructive feedback to peers.

• Created and maintained technical documentation for ongoing projects and processes.

• Implemented responsive web design to ensure applications are accessible on various devices.

• Assisted in the deployment of applications and monitored their performance post-launch.

• Contributed to the continuous improvement of development processes and tools.

• Engaged in agile development practices, including sprint planning, stand- ups, and retrospectives

EDUCATION

Master's in Computer Science, COMSATS University Islamabad, Lahore Campus Mar 2019 – Feb 2021 Lahore, Pakistan

Bachelor's in Software Engineer, University of Management & Technology - UMT Sep 2014 – Aug 2018 Lahore, Pakistan

LANGUAGES

English Urdu

SKILLS

Python

FastAPI

Machine Learning

Scrapy

RPA Tools

HTML

REST API's

GCP

Firebase

Docker

Unit Testing

Confluence

Scikit-Learn

Scipy

WHM & CPanel

Linux

Django

React JS

Artificial Intelligence

Web Scrapping

MySQL

CSS

OpenCV

Elastic Search

CI/CD

Kubernetes

Selenium

BaseCamp

Pandas

Matplotlib

Seaborn

Git

Flask

JavaScript

NLP

LLM

PostgreSQL

Bootstrap

AWS

Redux

Redis

Microservices

BeautifulSoup

TensorFlow

NumPy

Herroku

JIRA

GitHub

PROJECTS

NeoTribe

Description

•Developed matching algorithms to identify relevant connections and associations within the scraped data.

•Trained a classifier to categorize creators into their primary niches based on their content and profiles.

•Collaborated with a team to design and build an analytics dashboard for data visualization and insights.

•Utilized GPT-3 to generate biographies for Instagram profiles, enhancing profile descriptions.

•Leveraged Python for Natural Language Processing (NLP) and Computer Vision tasks.

•Employed ElasticSearch and Kibana for data indexing, searching, and visualization within the project.

Influencer Club

Tech Stacks

Python Machine Learning Generative AI Elastic Search Django FastAPI Description

•Scrapped Creators Data from Social Media sites

•Data Cleaning, Preprocessing, analysis, visualization

•Data Classification and Ranking System for Creators

•Implementation Fast API for the integration of Data Classification task annotated through manual mapping and will result in Feature Engineering

•Integration of Ranking System to web api for the vendors to search and filtered creators based on different properties.

Bertie Automation Model

Tech Stacks

Python Django Machine Learning Pandas Numpy Financial Geopy GCP Docker Kunernetes Description

•Created and design database architecture.

•Tranformed excel based macros and functions into automated tasks in django web api.

•Statistical and Financial Analysis for visualization.

•Machine Learning model for decision support system to automate the process of site integrity and performance related decision functions

•Integration Google API, Numpy and Geopy etc.

Capex Estimator

•Developed a web-based application for capital expenditure estimation using Python and Django.

•Implemented user-friendly interfaces for data input and output visualization. Pallwise

•Utilized YOLO v8 for computer vision to detect count and type of pallets.

•Integrated FastAPI for backend services and React for frontend development.

•Managed MySQL database for data storage and retrieval. Ecity

•Developed a web application using Next.js for frontend and Django REST Framework for backend.

•Integrated Google Map API for location services and Google Mail Server for notifications.

•Utilized JWT for authentication and Swagger for API documentation.

•Managed project using Basecamp and implemented CI/CD with GitHub Actions.

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